Financial Question Answering on FinQA (test)

76.05Accuracy

EEDP

Updated 4d ago

Evaluation Results

Method	Links
EEDP 2024.02		76.05
Program-of-Thoughts (PoT) 2024.02		75.26
Chain-of-Thought (CoT) 2024.02		72.38
Program-of-Thoughts (PoT) 2024.02		68.97
Direct 2024.02		65.12
EEDP 2024.02		61.95
EEDP 2024.02		61.88
ReMem 2026.02		61.5
Ours (theory-guided context selection strategy) 2026.02		61.4
ExpRAG 2026.02		61.1
DC 2026.02		60.9
BM25 2026.02		60.4
Zero 2026.02		60.1
Chain-of-Thought (CoT) 2024.02		59.18
Ours (theory-guided context selection strategy) 2026.02		50
ExpRAG 2026.02		49.7
ReMem 2026.02		49.6
DC 2026.02		49.5
BM25 2026.02		49
Zero 2026.02		48.6
Decomposers 2024.02		46.38
Decomposers 2024.02		44.93
Direct 2024.02		40.47
Chain-of-Thought (CoT) 2024.02		35.32
EEDP 2024.02		35.05
EEDP 2024.02		34.86
Chain-of-Thought (CoT) 2024.02		34.79
Chain-of-Thought (CoT) 2024.02		34.23
Decomposers 2024.02		32.33
EEDP 2024.02		30.47
Program-of-Thoughts (PoT) 2024.02		30.41
Direct 2024.02		30.33
Direct 2024.02		26.11
Chain-of-Thought (CoT) 2024.02		25.34
Direct 2024.02		22.83
Decomposers 2024.02		17.65
Program-of-Thoughts (PoT) 2024.02		15.86
Program-of-Thoughts (PoT) 2024.02		12.97
Decomposers 2024.02		12.34
Decomposers 2024.02		11.91
Program-of-Thoughts (PoT) 2024.02		10.56
Direct 2024.02		1.8